diff --git a/source/statistics/bayes_theorem.rst b/source/statistics/bayes_theorem.rst
index c8522a1..7168423 100644
--- a/source/statistics/bayes_theorem.rst
+++ b/source/statistics/bayes_theorem.rst
@@ -14,11 +14,11 @@ that might be related to the event.
 To compute :math:`P(A|B)`, in other words, the probability of the event :math:`A` to happen, knowing that :math:`B`
 already happen, the following drawing can be used:
 
-.. figure:: figures/bayes_theorem.svg
+.. image:: figures/bayes_theorem.svg
     :align: center
     :width: 400px
 
-    :math:`\,`
+|
 
 The red area represents :math:`P(B)=a3+a4`. Thus, to compute :math:`P(A|B)` we do: